Does the Prompt-based Large Language Model Recognize Students' Demographics and Introduce Bias in Essay Scoring?

Kaixun Yang, Mladen Raković, Dragan Gašević +1

Large Language Models (LLMs) are widely used in Automated Essay Scoring (AES) due to their ability to capture semantic meaning. Traditional fine-tuning approaches required technica…